Overview

Brought to you by YData

Dataset statistics

Number of variables	35
Number of observations	4424
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	915.8 KiB
Average record size in memory	212.0 B

Variable types

Categorical	18
Numeric	17

Alerts

`Application mode` is highly overall correlated with `International`	High correlation
`Course` is highly overall correlated with `Daytime/evening attendance`	High correlation
`Curricular units 1st sem (approved)` is highly overall correlated with `Curricular units 1st sem (enrolled)` and 4 other fields	High correlation
`Curricular units 1st sem (credited)` is highly overall correlated with `Curricular units 2nd sem (credited)`	High correlation
`Curricular units 1st sem (enrolled)` is highly overall correlated with `Curricular units 1st sem (approved)` and 2 other fields	High correlation
`Curricular units 1st sem (evaluations)` is highly overall correlated with `Curricular units 2nd sem (evaluations)`	High correlation
`Curricular units 1st sem (grade)` is highly overall correlated with `Curricular units 1st sem (approved)` and 2 other fields	High correlation
`Curricular units 2nd sem (approved)` is highly overall correlated with `Curricular units 1st sem (approved)` and 5 other fields	High correlation
`Curricular units 2nd sem (credited)` is highly overall correlated with `Curricular units 1st sem (credited)`	High correlation
`Curricular units 2nd sem (enrolled)` is highly overall correlated with `Curricular units 1st sem (approved)` and 2 other fields	High correlation
`Curricular units 2nd sem (evaluations)` is highly overall correlated with `Curricular units 1st sem (evaluations)`	High correlation
`Curricular units 2nd sem (grade)` is highly overall correlated with `Curricular units 1st sem (approved)` and 2 other fields	High correlation
`Daytime/evening attendance` is highly overall correlated with `Course`	High correlation
`Father's occupation` is highly overall correlated with `Mother's occupation`	High correlation
`International` is highly overall correlated with `Application mode` and 1 other fields	High correlation
`Mother's occupation` is highly overall correlated with `Father's occupation`	High correlation
`Nacionality` is highly overall correlated with `International`	High correlation
`Target` is highly overall correlated with `Curricular units 2nd sem (approved)`	High correlation
`Marital status` is highly imbalanced (75.3%)	Imbalance
`Daytime/evening attendance` is highly imbalanced (50.3%)	Imbalance
`Previous qualification` is highly imbalanced (73.4%)	Imbalance
`Nacionality` is highly imbalanced (94.3%)	Imbalance
`Educational special needs` is highly imbalanced (90.9%)	Imbalance
`International` is highly imbalanced (83.2%)	Imbalance
`Curricular units 1st sem (credited)` has 3847 (87.0%) zeros	Zeros
`Curricular units 1st sem (enrolled)` has 180 (4.1%) zeros	Zeros
`Curricular units 1st sem (evaluations)` has 349 (7.9%) zeros	Zeros
`Curricular units 1st sem (approved)` has 718 (16.2%) zeros	Zeros
`Curricular units 1st sem (grade)` has 718 (16.2%) zeros	Zeros
`Curricular units 1st sem (without evaluations)` has 4130 (93.4%) zeros	Zeros
`Curricular units 2nd sem (credited)` has 3894 (88.0%) zeros	Zeros
`Curricular units 2nd sem (enrolled)` has 180 (4.1%) zeros	Zeros
`Curricular units 2nd sem (evaluations)` has 401 (9.1%) zeros	Zeros
`Curricular units 2nd sem (approved)` has 870 (19.7%) zeros	Zeros
`Curricular units 2nd sem (grade)` has 870 (19.7%) zeros	Zeros
`Curricular units 2nd sem (without evaluations)` has 4142 (93.6%) zeros	Zeros

Reproduction

Analysis started	2025-03-23 02:02:43.470533
Analysis finished	2025-03-23 02:03:12.757861
Duration	29.29 seconds
Software version	ydata-profiling vv4.15.1
Download configuration	config.json

Marital status
Categorical

Imbalance

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.7 KiB

Single	3919
Married	379
Divorced	91
Facto union	25
Legally separated	6

Length

Max length	17
Median length	6
Mean length	6.1708861
Min length	6

Characters and Unicode

Total characters	27300
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Single
2nd row	Single
3rd row	Single
4th row	Single
5th row	Married

Common Values

Value	Count	Frequency (%)
Single	3919	88.6%
Married	379	8.6%
Divorced	91	2.1%
Facto union	25	0.6%
Legally separated	6	0.1%
Widower	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
single	3919	88.0%
married	379	8.5%
divorced	91	2.0%
facto	25	0.6%
union	25	0.6%
legally	6	0.1%
separated	6	0.1%
widower	4	0.1%

Most occurring characters

Value	Count	Frequency (%)
i	4418	16.2%
e	4411	16.2%
n	3969	14.5%
l	3931	14.4%
g	3925	14.4%
S	3919	14.4%
r	859	3.1%
d	480	1.8%
a	422	1.5%
M	379	1.4%
Other values (14)	587	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	27300	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	4418	16.2%
e	4411	16.2%
n	3969	14.5%
l	3931	14.4%
g	3925	14.4%
S	3919	14.4%
r	859	3.1%
d	480	1.8%
a	422	1.5%
M	379	1.4%
Other values (14)	587	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	27300	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	4418	16.2%
e	4411	16.2%
n	3969	14.5%
l	3931	14.4%
g	3925	14.4%
S	3919	14.4%
r	859	3.1%
d	480	1.8%
a	422	1.5%
M	379	1.4%
Other values (14)	587	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	27300	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	4418	16.2%
e	4411	16.2%
n	3969	14.5%
l	3931	14.4%
g	3925	14.4%
S	3919	14.4%
r	859	3.1%
d	480	1.8%
a	422	1.5%
M	379	1.4%
Other values (14)	587	2.2%

Application mode
Categorical

High correlation

Distinct	18
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

1st phase - general contingent	1708
2nd phase - general contingent	872
Over 23 years old	785
Change of course	312
Technological specialization diploma holders	213
Other values (13)	534

Length

Max length	51
Median length	30
Mean length	27.182866
Min length	8

Characters and Unicode

Total characters	120257
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.1%

Sample

1st row	2nd phase - general contingent
2nd row	International student (bachelor)
3rd row	1st phase - general contingent
4th row	2nd phase - general contingent
5th row	Over 23 years old

Common Values

Value	Count	Frequency (%)
1st phase - general contingent	1708	38.6%
2nd phase - general contingent	872	19.7%
Over 23 years old	785	17.7%
Change of course	312	7.1%
Technological specialization diploma holders	213	4.8%
Holders of other higher courses	139	3.1%
3rd phase - general contingent	124	2.8%
Transfer	77	1.7%
Change of institution/course	59	1.3%
1st phase - special contingent (Madeira Island)	38	0.9%
Other values (8)	97	2.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	2758	13.7%
contingent	2758	13.7%
phase	2758	13.7%
general	2704	13.5%
1st	1762	8.8%
2nd	872	4.3%
over	785	3.9%
23	785	3.9%
years	785	3.9%
old	785	3.9%
Other values (33)	3310	16.5%

Most occurring characters

Value	Count	Frequency (%)
	15638	13.0%
e	14799	12.3%
n	13056	10.9%
t	7974	6.6%
a	7875	6.5%
s	6847	5.7%
g	6186	5.1%
o	6166	5.1%
r	5895	4.9%
l	4968	4.1%
Other values (38)	30853	25.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	120257	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	15638	13.0%
e	14799	12.3%
n	13056	10.9%
t	7974	6.6%
a	7875	6.5%
s	6847	5.7%
g	6186	5.1%
o	6166	5.1%
r	5895	4.9%
l	4968	4.1%
Other values (38)	30853	25.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	120257	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	15638	13.0%
e	14799	12.3%
n	13056	10.9%
t	7974	6.6%
a	7875	6.5%
s	6847	5.7%
g	6186	5.1%
o	6166	5.1%
r	5895	4.9%
l	4968	4.1%
Other values (38)	30853	25.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	120257	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	15638	13.0%
e	14799	12.3%
n	13056	10.9%
t	7974	6.6%
a	7875	6.5%
s	6847	5.7%
g	6186	5.1%
o	6166	5.1%
r	5895	4.9%
l	4968	4.1%
Other values (38)	30853	25.7%

Application order
Real number (ℝ)

Distinct	8
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7278481

Minimum	0
Maximum	9
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	9
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3137931
Coefficient of variation (CV)	0.76036376
Kurtosis	2.6512887
Mean	1.7278481
Median Absolute Deviation (MAD)	0
Skewness	1.88105
Sum	7644
Variance	1.7260523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	3026	68.4%
2	547	12.4%
3	309	7.0%
4	249	5.6%
5	154	3.5%
6	137	3.1%
9	1	< 0.1%
0	1	< 0.1%

Value	Count	Frequency (%)
0	1	< 0.1%
1	3026	68.4%
2	547	12.4%
3	309	7.0%
4	249	5.6%
5	154	3.5%
6	137	3.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
6	137	3.1%
5	154	3.5%
4	249	5.6%
3	309	7.0%
2	547	12.4%
1	3026	68.4%
0	1	< 0.1%

Course
Categorical

High correlation

Distinct	17
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

Nursing	766
Management	380
Social Service	355
Veterinary Nursing	337
Journalism and Communication	331
Other values (12)	2255

Length

Max length	36
Median length	28
Mean length	17.961573
Min length	7

Characters and Unicode

Total characters	79462
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Animation and Multimedia Design
2nd row	Tourism
3rd row	Communication Design
4th row	Journalism and Communication
5th row	Social Service (evening attendance)

Common Values

Value	Count	Frequency (%)
Nursing	766	17.3%
Management	380	8.6%
Social Service	355	8.0%
Veterinary Nursing	337	7.6%
Journalism and Communication	331	7.5%
Management (evening attendance)	268	6.1%
Advertising and Marketing Management	268	6.1%
Tourism	252	5.7%
Communication Design	226	5.1%
Animation and Multimedia Design	215	4.9%
Other values (7)	1026	23.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nursing	1103	12.1%
management	916	10.1%
and	814	8.9%
social	570	6.3%
service	570	6.3%
communication	557	6.1%
evening	483	5.3%
attendance	483	5.3%
design	441	4.8%
veterinary	337	3.7%
Other values (17)	2832	31.1%

Most occurring characters

Value	Count	Frequency (%)
n	10203	12.8%
i	8022	10.1%
e	7459	9.4%
a	6745	8.5%
	4682	5.9%
t	4257	5.4%
r	4255	5.4%
g	4127	5.2%
m	3423	4.3%
o	3324	4.2%
Other values (28)	22965	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	79462	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	10203	12.8%
i	8022	10.1%
e	7459	9.4%
a	6745	8.5%
	4682	5.9%
t	4257	5.4%
r	4255	5.4%
g	4127	5.2%
m	3423	4.3%
o	3324	4.2%
Other values (28)	22965	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	79462	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	10203	12.8%
i	8022	10.1%
e	7459	9.4%
a	6745	8.5%
	4682	5.9%
t	4257	5.4%
r	4255	5.4%
g	4127	5.2%
m	3423	4.3%
o	3324	4.2%
Other values (28)	22965	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	79462	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	10203	12.8%
i	8022	10.1%
e	7459	9.4%
a	6745	8.5%
	4682	5.9%
t	4257	5.4%
r	4255	5.4%
g	4127	5.2%
m	3423	4.3%
o	3324	4.2%
Other values (28)	22965	28.9%

Daytime/evening attendance
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	4.6 KiB

Daytime	3941
Evening	483

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	30968
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Daytime
2nd row	Daytime
3rd row	Daytime
4th row	Daytime
5th row	Evening

Common Values

Value	Count	Frequency (%)
Daytime	3941	89.1%
Evening	483	10.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
daytime	3941	89.1%
evening	483	10.9%

Most occurring characters

Value	Count	Frequency (%)
i	4424	14.3%
e	4424	14.3%
D	3941	12.7%
a	3941	12.7%
y	3941	12.7%
t	3941	12.7%
m	3941	12.7%
n	966	3.1%
E	483	1.6%
v	483	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	30968	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	4424	14.3%
e	4424	14.3%
D	3941	12.7%
a	3941	12.7%
y	3941	12.7%
t	3941	12.7%
m	3941	12.7%
n	966	3.1%
E	483	1.6%
v	483	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	30968	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	4424	14.3%
e	4424	14.3%
D	3941	12.7%
a	3941	12.7%
y	3941	12.7%
t	3941	12.7%
m	3941	12.7%
n	966	3.1%
E	483	1.6%
v	483	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	30968	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	4424	14.3%
e	4424	14.3%
D	3941	12.7%
a	3941	12.7%
y	3941	12.7%
t	3941	12.7%
m	3941	12.7%
n	966	3.1%
E	483	1.6%
v	483	1.6%

Previous qualification
Categorical

Imbalance

Distinct	17
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	5.1 KiB

Secondary education	3717
Technological specialization course	219
Basic education 3rd cycle (9th/10th/11th year) or equiv.	162
Higher education - Degree	126
Other - 11th year of schooling	45
Other values (12)	155

Length

Max length	56
Median length	19
Mean length	22.025316
Min length	19

Characters and Unicode

Total characters	97440
Distinct characters	46
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Secondary education
2nd row	Secondary education
3rd row	Secondary education
4th row	Secondary education
5th row	Secondary education

Common Values

Value	Count	Frequency (%)
Secondary education	3717	84.0%
Technological specialization course	219	5.0%
Basic education 3rd cycle (9th/10th/11th year) or equiv.	162	3.7%
Higher education - Degree	126	2.8%
Other - 11th year of schooling	45	1.0%
Higher education - Degree (1st cycle)	40	0.9%
Professional higher technical course	36	0.8%
Higher education - Bachelor's Degree	23	0.5%
Frequency of higher education	16	0.4%
12th year of schooling - Not completed	11	0.2%
Other values (7)	29	0.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
education	4106	37.4%
secondary	3717	33.9%
	266	2.4%
higher	256	2.3%
course	255	2.3%
year	232	2.1%
technological	219	2.0%
specialization	219	2.0%
cycle	215	2.0%
degree	189	1.7%
Other values (23)	1301	11.9%

Most occurring characters

Value	Count	Frequency (%)
e	10176	10.4%
c	9526	9.8%
o	9240	9.5%
a	8991	9.2%
n	8425	8.6%
d	8015	8.2%
	6551	6.7%
i	5711	5.9%
r	5115	5.2%
t	5066	5.2%
Other values (36)	20624	21.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	97440	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	10176	10.4%
c	9526	9.8%
o	9240	9.5%
a	8991	9.2%
n	8425	8.6%
d	8015	8.2%
	6551	6.7%
i	5711	5.9%
r	5115	5.2%
t	5066	5.2%
Other values (36)	20624	21.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	97440	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	10176	10.4%
c	9526	9.8%
o	9240	9.5%
a	8991	9.2%
n	8425	8.6%
d	8015	8.2%
	6551	6.7%
i	5711	5.9%
r	5115	5.2%
t	5066	5.2%
Other values (36)	20624	21.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	97440	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	10176	10.4%
c	9526	9.8%
o	9240	9.5%
a	8991	9.2%
n	8425	8.6%
d	8015	8.2%
	6551	6.7%
i	5711	5.9%
r	5115	5.2%
t	5066	5.2%
Other values (36)	20624	21.2%

Nacionality
Categorical

High correlation Imbalance

Distinct	21
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

Portuguese	4314
Brazilian	38
Santomean	14
Cape Verdean	13
Spanish	13
Other values (16)	32

Length

Max length	21
Median length	10
Mean length	9.9760398
Min length	5

Characters and Unicode

Total characters	44134
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	Portuguese
2nd row	Portuguese
3rd row	Portuguese
4th row	Portuguese
5th row	Portuguese

Common Values

Value	Count	Frequency (%)
Portuguese	4314	97.5%
Brazilian	38	0.9%
Santomean	14	0.3%
Cape Verdean	13	0.3%
Spanish	13	0.3%
Guinean	5	0.1%
Ukrainian	3	0.1%
Moldova (Republic of)	3	0.1%
Italian	3	0.1%
Russian	2	< 0.1%
Other values (11)	16	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
portuguese	4314	97.1%
brazilian	38	0.9%
santomean	14	0.3%
cape	13	0.3%
verdean	13	0.3%
spanish	13	0.3%
guinean	5	0.1%
ukrainian	3	0.1%
moldova	3	0.1%
republic	3	0.1%
Other values (14)	24	0.5%

Most occurring characters

Value	Count	Frequency (%)
e	8693	19.7%
u	8642	19.6%
r	4371	9.9%
o	4345	9.8%
t	4333	9.8%
s	4333	9.8%
g	4317	9.8%
P	4314	9.8%
a	183	0.4%
n	132	0.3%
Other values (30)	471	1.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	44134	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	8693	19.7%
u	8642	19.6%
r	4371	9.9%
o	4345	9.8%
t	4333	9.8%
s	4333	9.8%
g	4317	9.8%
P	4314	9.8%
a	183	0.4%
n	132	0.3%
Other values (30)	471	1.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	44134	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	8693	19.7%
u	8642	19.6%
r	4371	9.9%
o	4345	9.8%
t	4333	9.8%
s	4333	9.8%
g	4317	9.8%
P	4314	9.8%
a	183	0.4%
n	132	0.3%
Other values (30)	471	1.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	44134	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	8693	19.7%
u	8642	19.6%
r	4371	9.9%
o	4345	9.8%
t	4333	9.8%
s	4333	9.8%
g	4317	9.8%
P	4314	9.8%
a	183	0.4%
n	132	0.3%
Other values (30)	471	1.1%

Mother's qualification
Categorical

Distinct	29
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

Secondary Education - 12th Year of Schooling or Eq.	1069
Basic education 1st cycle (4th/5th year) or equiv.	1009
Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	953
Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	562
Higher Education - Degree	438
Other values (24)	393

Length

Max length	56
Median length	51
Mean length	47.232143
Min length	7

Characters and Unicode

Total characters	208955
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.1%

Sample

1st row	Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.
2nd row	Secondary Education - 12th Year of Schooling or Eq.
3rd row	Basic education 1st cycle (4th/5th year) or equiv.
4th row	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.
5th row	Basic education 1st cycle (4th/5th year) or equiv.

Common Values

Value	Count	Frequency (%)
Secondary Education - 12th Year of Schooling or Eq.	1069	24.2%
Basic education 1st cycle (4th/5th year) or equiv.	1009	22.8%
Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	953	21.5%
Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	562	12.7%
Higher Education - Degree	438	9.9%
Unknown	130	2.9%
Higher Education - Bachelor's Degree	83	1.9%
Higher Education - Master's	49	1.1%
Other - 11th Year of Schooling	42	0.9%
Higher Education - Doctorate	21	0.5%
Other values (19)	68	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
education	4202	12.7%
year	3661	11.1%
or	3596	10.9%
cycle	2539	7.7%
equiv	2524	7.7%
basic	2524	7.7%
	1730	5.2%
of	1139	3.5%
schooling	1134	3.4%
12th	1077	3.3%
Other values (46)	8863	26.9%

Most occurring characters

Value	Count	Frequency (%)
	28565	13.7%
t	13118	6.3%
c	12665	6.1%
o	12620	6.0%
e	11822	5.7%
a	11674	5.6%
i	11073	5.3%
r	10671	5.1%
h	9611	4.6%
n	7403	3.5%
Other values (45)	79733	38.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	208955	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	28565	13.7%
t	13118	6.3%
c	12665	6.1%
o	12620	6.0%
e	11822	5.7%
a	11674	5.6%
i	11073	5.3%
r	10671	5.1%
h	9611	4.6%
n	7403	3.5%
Other values (45)	79733	38.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	208955	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	28565	13.7%
t	13118	6.3%
c	12665	6.1%
o	12620	6.0%
e	11822	5.7%
a	11674	5.6%
i	11073	5.3%
r	10671	5.1%
h	9611	4.6%
n	7403	3.5%
Other values (45)	79733	38.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	208955	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	28565	13.7%
t	13118	6.3%
c	12665	6.1%
o	12620	6.0%
e	11822	5.7%
a	11674	5.6%
i	11073	5.3%
r	10671	5.1%
h	9611	4.6%
n	7403	3.5%
Other values (45)	79733	38.2%

Father's qualification
Categorical

Distinct	34
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	5.8 KiB

Basic education 1st cycle (4th/5th year) or equiv.	1209
Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	968
Secondary Education - 12th Year of Schooling or Eq.	904
Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	702
Higher Education - Degree	282
Other values (29)	359

Length

Max length	56
Median length	51
Mean length	48.450271
Min length	7

Characters and Unicode

Total characters	214344
Distinct characters	56
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	0.2%

Sample

1st row	Other - 11th Year of Schooling
2nd row	Higher Education - Degree
3rd row	Basic education 1st cycle (4th/5th year) or equiv.
4th row	Basic education 1st cycle (4th/5th year) or equiv.
5th row	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.

Common Values

Value	Count	Frequency (%)
Basic education 1st cycle (4th/5th year) or equiv.	1209	27.3%
Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	968	21.9%
Secondary Education - 12th Year of Schooling or Eq.	904	20.4%
Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	702	15.9%
Higher Education - Degree	282	6.4%
Unknown	112	2.5%
Higher Education - Bachelor's Degree	68	1.5%
Higher Education - Master's	39	0.9%
Other - 11th Year of Schooling	38	0.9%
Technological specialization course	20	0.5%
Other values (24)	82	1.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
education	4200	12.5%
year	3860	11.5%
or	3785	11.3%
cycle	2888	8.6%
basic	2879	8.6%
equiv	2879	8.6%
	1368	4.1%
1st	1214	3.6%
4th/5th	1209	3.6%
of	974	2.9%
Other values (52)	8342	24.8%

Most occurring characters

Value	Count	Frequency (%)
	29174	13.6%
t	14013	6.5%
c	13262	6.2%
o	12170	5.7%
a	12090	5.6%
e	11871	5.5%
i	11473	5.4%
r	10522	4.9%
h	9959	4.6%
n	7203	3.4%
Other values (46)	82607	38.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	214344	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	29174	13.6%
t	14013	6.5%
c	13262	6.2%
o	12170	5.7%
a	12090	5.6%
e	11871	5.5%
i	11473	5.4%
r	10522	4.9%
h	9959	4.6%
n	7203	3.4%
Other values (46)	82607	38.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	214344	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	29174	13.6%
t	14013	6.5%
c	13262	6.2%
o	12170	5.7%
a	12090	5.6%
e	11871	5.5%
i	11473	5.4%
r	10522	4.9%
h	9959	4.6%
n	7203	3.4%
Other values (46)	82607	38.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	214344	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	29174	13.6%
t	14013	6.5%
c	13262	6.2%
o	12170	5.7%
a	12090	5.6%
e	11871	5.5%
i	11473	5.4%
r	10522	4.9%
h	9959	4.6%
n	7203	3.4%
Other values (46)	82607	38.5%

Mother's occupation
Categorical

High correlation

Distinct	32
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	5.7 KiB

Unskilled Workers	1577
Administrative staff	817
Personal Services, Security and Safety Workers and Sellers	530
Intermediate Level Technicians and Professions	351
Specialists in Intellectual and Scientific Activities	318
Other values (27)	831

Length

Max length	106
Median length	96
Mean length	33.185353
Min length	7

Characters and Unicode

Total characters	146812
Distinct characters	46
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.1%

Sample

1st row	Personal Services, Security and Safety Workers and Sellers
2nd row	Intermediate Level Technicians and Professions
3rd row	Unskilled Workers
4th row	Personal Services, Security and Safety Workers and Sellers
5th row	Unskilled Workers

Common Values

Value	Count	Frequency (%)
Unskilled Workers	1577	35.6%
Administrative staff	817	18.5%
Personal Services, Security and Safety Workers and Sellers	530	12.0%
Intermediate Level Technicians and Professions	351	7.9%
Specialists in Intellectual and Scientific Activities	318	7.2%
Skilled Workers in Industry, Construction and Craftsmen	272	6.1%
Student	144	3.3%
Representatives of the Legislative Power and Executive Bodies, Directors, Directors and Executive Managers	102	2.3%
Farmers and Skilled Workers in Agriculture, Fisheries and Forestry	91	2.1%
Other Situation	70	1.6%
Other values (22)	152	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
workers	2561	14.4%
and	2503	14.1%
unskilled	1586	8.9%
administrative	823	4.6%
staff	823	4.6%
in	705	4.0%
services	537	3.0%
personal	535	3.0%
sellers	532	3.0%
security	530	3.0%
Other values (85)	6648	37.4%

Most occurring characters

Value	Count	Frequency (%)
e	16091	11.0%
	13359	9.1%
s	12033	8.2%
i	11945	8.1%
r	11330	7.7%
n	10033	6.8%
t	9042	6.2%
a	7803	5.3%
l	7569	5.2%
d	6193	4.2%
Other values (36)	41414	28.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	146812	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	16091	11.0%
	13359	9.1%
s	12033	8.2%
i	11945	8.1%
r	11330	7.7%
n	10033	6.8%
t	9042	6.2%
a	7803	5.3%
l	7569	5.2%
d	6193	4.2%
Other values (36)	41414	28.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	146812	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	16091	11.0%
	13359	9.1%
s	12033	8.2%
i	11945	8.1%
r	11330	7.7%
n	10033	6.8%
t	9042	6.2%
a	7803	5.3%
l	7569	5.2%
d	6193	4.2%
Other values (36)	41414	28.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	146812	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	16091	11.0%
	13359	9.1%
s	12033	8.2%
i	11945	8.1%
r	11330	7.7%
n	10033	6.8%
t	9042	6.2%
a	7803	5.3%
l	7569	5.2%
d	6193	4.2%
Other values (36)	41414	28.2%

Father's occupation
Categorical

High correlation

Distinct	46
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	5.9 KiB

Unskilled Workers	1010
Skilled Workers in Industry, Construction and Craftsmen	666
Personal Services, Security and Safety Workers and Sellers	516
Administrative staff	386
Intermediate Level Technicians and Professions	384
Other values (41)	1462

Length

Max length	106
Median length	88
Mean length	40.826627
Min length	7

Characters and Unicode

Total characters	180617
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	0.3%

Sample

1st row	Unskilled Workers
2nd row	Intermediate Level Technicians and Professions
3rd row	Unskilled Workers
4th row	Intermediate Level Technicians and Professions
5th row	Unskilled Workers

Common Values

Value	Count	Frequency (%)
Unskilled Workers	1010	22.8%
Skilled Workers in Industry, Construction and Craftsmen	666	15.1%
Personal Services, Security and Safety Workers and Sellers	516	11.7%
Administrative staff	386	8.7%
Intermediate Level Technicians and Professions	384	8.7%
Installation and Machine Operators and Assembly Workers	318	7.2%
Armed Forces Professions	266	6.0%
Farmers and Skilled Workers in Agriculture, Fisheries and Forestry	242	5.5%
Specialists in Intellectual and Scientific Activities	197	4.5%
Representatives of the Legislative Power and Executive Bodies, Directors, Directors and Executive Managers	134	3.0%
Other values (36)	305	6.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	3737	16.6%
workers	2795	12.4%
in	1136	5.0%
unskilled	1031	4.6%
skilled	920	4.1%
construction	689	3.1%
industry	681	3.0%
craftsmen	666	3.0%
professions	651	2.9%
services	522	2.3%
Other values (116)	9676	43.0%

Most occurring characters

Value	Count	Frequency (%)
e	18776	10.4%
	18080	10.0%
r	15292	8.5%
s	14798	8.2%
n	13361	7.4%
i	12191	6.7%
t	10122	5.6%
a	9731	5.4%
l	8084	4.5%
o	8041	4.5%
Other values (38)	52141	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	180617	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	18776	10.4%
	18080	10.0%
r	15292	8.5%
s	14798	8.2%
n	13361	7.4%
i	12191	6.7%
t	10122	5.6%
a	9731	5.4%
l	8084	4.5%
o	8041	4.5%
Other values (38)	52141	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	180617	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	18776	10.4%
	18080	10.0%
r	15292	8.5%
s	14798	8.2%
n	13361	7.4%
i	12191	6.7%
t	10122	5.6%
a	9731	5.4%
l	8084	4.5%
o	8041	4.5%
Other values (38)	52141	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	180617	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	18776	10.4%
	18080	10.0%
r	15292	8.5%
s	14798	8.2%
n	13361	7.4%
i	12191	6.7%
t	10122	5.6%
a	9731	5.4%
l	8084	4.5%
o	8041	4.5%
Other values (38)	52141	28.9%

Displaced
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

1	2426
0	1998

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	2426	54.8%
0	1998	45.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	2426	54.8%
0	1998	45.2%

Most occurring characters

Value	Count	Frequency (%)
1	2426	54.8%
0	1998	45.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	2426	54.8%
0	1998	45.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	2426	54.8%
0	1998	45.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	2426	54.8%
0	1998	45.2%

Educational special needs
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

0	4373
1	51

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4373	98.8%
1	51	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4373	98.8%
1	51	1.2%

Most occurring characters

Value	Count	Frequency (%)
0	4373	98.8%
1	51	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4373	98.8%
1	51	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4373	98.8%
1	51	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4373	98.8%
1	51	1.2%

Debtor
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

0	3921
1	503

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3921	88.6%
1	503	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3921	88.6%
1	503	11.4%

Most occurring characters

Value	Count	Frequency (%)
0	3921	88.6%
1	503	11.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3921	88.6%
1	503	11.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3921	88.6%
1	503	11.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3921	88.6%
1	503	11.4%

Tuition fees up to date
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

1	3896
0	528

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	3896	88.1%
0	528	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	3896	88.1%
0	528	11.9%

Most occurring characters

Value	Count	Frequency (%)
1	3896	88.1%
0	528	11.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	3896	88.1%
0	528	11.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	3896	88.1%
0	528	11.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	3896	88.1%
0	528	11.9%

Gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

0	2868
1	1556

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2868	64.8%
1	1556	35.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2868	64.8%
1	1556	35.2%

Most occurring characters

Value	Count	Frequency (%)
0	2868	64.8%
1	1556	35.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2868	64.8%
1	1556	35.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2868	64.8%
1	1556	35.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2868	64.8%
1	1556	35.2%

Scholarship holder
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

0	3325
1	1099

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3325	75.2%
1	1099	24.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3325	75.2%
1	1099	24.8%

Most occurring characters

Value	Count	Frequency (%)
0	3325	75.2%
1	1099	24.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3325	75.2%
1	1099	24.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3325	75.2%
1	1099	24.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3325	75.2%
1	1099	24.8%

Age at enrollment
Real number (ℝ)

Distinct	46
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.265145

Minimum	17
Maximum	70
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	17
5-th percentile	18
Q1	19
median	20
Q3	25
95-th percentile	41
Maximum	70
Range	53
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.5878156
Coefficient of variation (CV)	0.32614522
Kurtosis	4.1268918
Mean	23.265145
Median Absolute Deviation (MAD)	2
Skewness	2.0549884
Sum	102925
Variance	57.574946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
18	1036	23.4%
19	911	20.6%
20	599	13.5%
21	322	7.3%
22	174	3.9%
24	131	3.0%
23	108	2.4%
26	94	2.1%
25	93	2.1%
27	91	2.1%
Other values (36)	865	19.6%

Value	Count	Frequency (%)
17	5	0.1%
18	1036	23.4%
19	911	20.6%
20	599	13.5%
21	322	7.3%
22	174	3.9%
23	108	2.4%
24	131	3.0%
25	93	2.1%
26	94	2.1%

Value	Count	Frequency (%)
70	1	< 0.1%
62	1	< 0.1%
61	1	< 0.1%
60	2	< 0.1%
59	3	0.1%
58	3	0.1%
57	2	< 0.1%
55	5	0.1%
54	7	0.2%
53	7	0.2%

International
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

0	4314
1	110

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4424
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	4314	97.5%
1	110	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	4314	97.5%
1	110	2.5%

Most occurring characters

Value	Count	Frequency (%)
0	4314	97.5%
1	110	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4314	97.5%
1	110	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4314	97.5%
1	110	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4424	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4314	97.5%
1	110	2.5%

Curricular units 1st sem (credited)
Real number (ℝ)

High correlation Zeros

Distinct	21
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.70999096

Minimum	0
Maximum	20
Zeros	3847
Zeros (%)	87.0%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.3605066
Coefficient of variation (CV)	3.3246995
Kurtosis	19.205727
Mean	0.70999096
Median Absolute Deviation (MAD)	0
Skewness	4.1690488
Sum	3141
Variance	5.5719915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	3847	87.0%
2	94	2.1%
1	85	1.9%
3	69	1.6%
6	51	1.2%
4	47	1.1%
7	41	0.9%
5	41	0.9%
8	31	0.7%
9	27	0.6%
Other values (11)	91	2.1%

Value	Count	Frequency (%)
0	3847	87.0%
1	85	1.9%
2	94	2.1%
3	69	1.6%
4	47	1.1%
5	41	0.9%
6	51	1.2%
7	41	0.9%
8	31	0.7%
9	27	0.6%

Value	Count	Frequency (%)
20	2	< 0.1%
19	2	< 0.1%
18	4	0.1%
17	3	0.1%
16	3	0.1%
15	5	0.1%
14	15	0.3%
13	13	0.3%
12	12	0.3%
11	17	0.4%

Curricular units 1st sem (enrolled)
Real number (ℝ)

High correlation Zeros

Distinct	23
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2705696

Minimum	0
Maximum	26
Zeros	180
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	5
median	6
Q3	7
95-th percentile	11
Maximum	26
Range	26
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.4801782
Coefficient of variation (CV)	0.39552677
Kurtosis	8.9379154
Mean	6.2705696
Median Absolute Deviation (MAD)	1
Skewness	1.6190409
Sum	27741
Variance	6.1512838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
6	1910	43.2%
5	1010	22.8%
7	656	14.8%
8	296	6.7%
0	180	4.1%
12	66	1.5%
10	52	1.2%
11	45	1.0%
9	36	0.8%
15	25	0.6%
Other values (13)	148	3.3%

Value	Count	Frequency (%)
0	180	4.1%
1	7	0.2%
2	9	0.2%
3	10	0.2%
4	21	0.5%
5	1010	22.8%
6	1910	43.2%
7	656	14.8%
8	296	6.7%
9	36	0.8%

Value	Count	Frequency (%)
26	1	< 0.1%
23	2	< 0.1%
21	6	0.1%
19	2	< 0.1%
18	19	0.4%
17	16	0.4%
16	13	0.3%
15	25	0.6%
14	22	0.5%
13	20	0.5%

Curricular units 1st sem (evaluations)
Real number (ℝ)

High correlation Zeros

Distinct	35
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.2990506

Minimum	0
Maximum	45
Zeros	349
Zeros (%)	7.9%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	8
Q3	10
95-th percentile	15
Maximum	45
Range	45
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.1791056
Coefficient of variation (CV)	0.50356429
Kurtosis	5.4630252
Mean	8.2990506
Median Absolute Deviation (MAD)	2
Skewness	0.9766367
Sum	36715
Variance	17.464923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
8	791	17.9%
7	703	15.9%
6	598	13.5%
9	402	9.1%
0	349	7.9%
10	340	7.7%
11	239	5.4%
12	223	5.0%
5	220	5.0%
13	140	3.2%
Other values (25)	419	9.5%

Value	Count	Frequency (%)
0	349	7.9%
1	6	0.1%
2	8	0.2%
3	6	0.1%
4	19	0.4%
5	220	5.0%
6	598	13.5%
7	703	15.9%
8	791	17.9%
9	402	9.1%

Value	Count	Frequency (%)
45	2	< 0.1%
36	1	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
29	2	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26	4	0.1%
25	3	0.1%

Curricular units 1st sem (approved)
Real number (ℝ)

High correlation Zeros

Distinct	23
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.7066004

Minimum	0
Maximum	26
Zeros	718
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	5
Q3	6
95-th percentile	9
Maximum	26
Range	26
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.094238
Coefficient of variation (CV)	0.65742526
Kurtosis	3.0966799
Mean	4.7066004
Median Absolute Deviation (MAD)	1
Skewness	0.7662624
Sum	20822
Variance	9.5743087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
6	1171	26.5%
5	723	16.3%
0	718	16.2%
7	471	10.6%
4	433	9.8%
3	269	6.1%
2	160	3.6%
1	127	2.9%
8	108	2.4%
11	49	1.1%
Other values (13)	195	4.4%

Value	Count	Frequency (%)
0	718	16.2%
1	127	2.9%
2	160	3.6%
3	269	6.1%
4	433	9.8%
5	723	16.3%
6	1171	26.5%
7	471	10.6%
8	108	2.4%
9	40	0.9%

Value	Count	Frequency (%)
26	1	< 0.1%
21	4	0.1%
20	3	0.1%
19	2	< 0.1%
18	15	0.3%
17	10	0.2%
16	5	0.1%
15	7	0.2%
14	14	0.3%
13	26	0.6%

Curricular units 1st sem (grade)
Real number (ℝ)

High correlation Zeros

Distinct	805
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.640822

Minimum	0
Maximum	18.875
Zeros	718
Zeros (%)	16.2%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11
median	12.285714
Q3	13.4
95-th percentile	14.857143
Maximum	18.875
Range	18.875
Interquartile range (IQR)	2.4

Descriptive statistics

Standard deviation	4.8436634
Coefficient of variation (CV)	0.45519637
Kurtosis	0.90846103
Mean	10.640822
Median Absolute Deviation (MAD)	1.1571429
Skewness	-1.5681456
Sum	47074.995
Variance	23.461075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	718	16.2%
12	205	4.6%
13	147	3.3%
11	138	3.1%
11.5	89	2.0%
14	85	1.9%
12.5	84	1.9%
10	82	1.9%
12.66666667	82	1.9%
12.33333333	82	1.9%
Other values (795)	2712	61.3%

Value	Count	Frequency (%)
0	718	16.2%
9.8	1	< 0.1%
10	82	1.9%
10.16666667	1	< 0.1%
10.2	8	0.2%
10.21428571	1	< 0.1%
10.25	7	0.2%
10.28571429	1	< 0.1%
10.33333333	16	0.4%
10.36842105	1	< 0.1%

Value	Count	Frequency (%)
18.875	1	< 0.1%
18	2	< 0.1%
17.33333333	2	< 0.1%
17.125	1	< 0.1%
17.11111111	1	< 0.1%
17.00555556	1	< 0.1%
17	5	0.1%
16.9	1	< 0.1%
16.88571429	1	< 0.1%
16.85714286	1	< 0.1%

Curricular units 1st sem (without evaluations)
Real number (ℝ)

Zeros

Distinct	11
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.13765823

Minimum	0
Maximum	12
Zeros	4130
Zeros (%)	93.4%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.69088018
Coefficient of variation (CV)	5.0188078
Kurtosis	89.863208
Mean	0.13765823
Median Absolute Deviation (MAD)	0
Skewness	8.2074031
Sum	609
Variance	0.47731543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	4130	93.4%
1	153	3.5%
2	79	1.8%
3	23	0.5%
4	15	0.3%
6	6	0.1%
7	6	0.1%
5	5	0.1%
8	4	0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
0	4130	93.4%
1	153	3.5%
2	79	1.8%
3	23	0.5%
4	15	0.3%
5	5	0.1%
6	6	0.1%
7	6	0.1%
8	4	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
10	1	< 0.1%
8	4	0.1%
7	6	0.1%
6	6	0.1%
5	5	0.1%
4	15	0.3%
3	23	0.5%
2	79	1.8%
1	153	3.5%

Curricular units 2nd sem (credited)
Real number (ℝ)

High correlation Zeros

Distinct	19
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.54181736

Minimum	0
Maximum	19
Zeros	3894
Zeros (%)	88.0%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	19
Range	19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.9185461
Coefficient of variation (CV)	3.5409462
Kurtosis	24.427266
Mean	0.54181736
Median Absolute Deviation (MAD)	0
Skewness	4.6348195
Sum	2397
Variance	3.6808193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	3894	88.0%
1	107	2.4%
2	92	2.1%
4	78	1.8%
5	68	1.5%
3	49	1.1%
6	26	0.6%
11	20	0.5%
7	16	0.4%
9	15	0.3%
Other values (9)	59	1.3%

Value	Count	Frequency (%)
0	3894	88.0%
1	107	2.4%
2	92	2.1%
3	49	1.1%
4	78	1.8%
5	68	1.5%
6	26	0.6%
7	16	0.4%
8	12	0.3%
9	15	0.3%

Value	Count	Frequency (%)
19	1	< 0.1%
18	2	< 0.1%
16	2	< 0.1%
15	2	< 0.1%
14	4	0.1%
13	9	0.2%
12	14	0.3%
11	20	0.5%
10	13	0.3%
9	15	0.3%

Curricular units 2nd sem (enrolled)
Real number (ℝ)

High correlation Zeros

Distinct	22
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2321429

Minimum	0
Maximum	23
Zeros	180
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	5
median	6
Q3	7
95-th percentile	10
Maximum	23
Range	23
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1959508
Coefficient of variation (CV)	0.35235886
Kurtosis	7.13474
Mean	6.2321429
Median Absolute Deviation (MAD)	1
Skewness	0.7881135
Sum	27571
Variance	4.8221997
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
6	1913	43.2%
5	1054	23.8%
8	661	14.9%
7	304	6.9%
0	180	4.1%
11	60	1.4%
9	50	1.1%
10	48	1.1%
12	44	1.0%
13	37	0.8%
Other values (12)	73	1.7%

Value	Count	Frequency (%)
0	180	4.1%
1	3	0.1%
2	5	0.1%
3	3	0.1%
4	17	0.4%
5	1054	23.8%
6	1913	43.2%
7	304	6.9%
8	661	14.9%
9	50	1.1%

Value	Count	Frequency (%)
23	2	< 0.1%
21	1	< 0.1%
19	3	0.1%
18	2	< 0.1%
17	12	0.3%
16	1	< 0.1%
15	2	< 0.1%
14	22	0.5%
13	37	0.8%
12	44	1.0%

Curricular units 2nd sem (evaluations)
Real number (ℝ)

High correlation Zeros

Distinct	30
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0632911

Minimum	0
Maximum	33
Zeros	401
Zeros (%)	9.1%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	8
Q3	10
95-th percentile	15
Maximum	33
Range	33
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.9479509
Coefficient of variation (CV)	0.48962029
Kurtosis	2.0682859
Mean	8.0632911
Median Absolute Deviation (MAD)	2
Skewness	0.33649718
Sum	35672
Variance	15.586317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
8	792	17.9%
6	614	13.9%
7	563	12.7%
9	456	10.3%
0	401	9.1%
10	355	8.0%
5	288	6.5%
11	255	5.8%
12	226	5.1%
13	126	2.8%
Other values (20)	348	7.9%

Value	Count	Frequency (%)
0	401	9.1%
1	3	0.1%
2	4	0.1%
3	2	< 0.1%
4	10	0.2%
5	288	6.5%
6	614	13.9%
7	563	12.7%
8	792	17.9%
9	456	10.3%

Value	Count	Frequency (%)
33	1	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26	3	0.1%
25	1	< 0.1%
24	3	0.1%
23	4	0.1%
22	10	0.2%
21	10	0.2%
20	8	0.2%

Curricular units 2nd sem (approved)
Real number (ℝ)

High correlation Zeros

Distinct	20
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4358047

Minimum	0
Maximum	20
Zeros	870
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	6
95-th percentile	8
Maximum	20
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.0147639
Coefficient of variation (CV)	0.67964306
Kurtosis	0.84504466
Mean	4.4358047
Median Absolute Deviation (MAD)	2
Skewness	0.30627938
Sum	19624
Variance	9.0888014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
6	965	21.8%
0	870	19.7%
5	726	16.4%
4	414	9.4%
7	331	7.5%
8	321	7.3%
3	285	6.4%
2	198	4.5%
1	114	2.6%
11	48	1.1%
Other values (10)	152	3.4%

Value	Count	Frequency (%)
0	870	19.7%
1	114	2.6%
2	198	4.5%
3	285	6.4%
4	414	9.4%
5	726	16.4%
6	965	21.8%
7	331	7.5%
8	321	7.3%
9	36	0.8%

Value	Count	Frequency (%)
20	2	< 0.1%
19	3	0.1%
18	2	< 0.1%
17	8	0.2%
16	2	< 0.1%
14	6	0.1%
13	21	0.5%
12	34	0.8%
11	48	1.1%
10	38	0.9%

Curricular units 2nd sem (grade)
Real number (ℝ)

High correlation Zeros

Distinct	786
Distinct (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.230206

Minimum	0
Maximum	18.571429
Zeros	870
Zeros (%)	19.7%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10.75
median	12.2
Q3	13.333333
95-th percentile	14.980262
Maximum	18.571429
Range	18.571429
Interquartile range (IQR)	2.5833333

Descriptive statistics

Standard deviation	5.210808
Coefficient of variation (CV)	0.50935515
Kurtosis	0.066567351
Mean	10.230206
Median Absolute Deviation (MAD)	1.2
Skewness	-1.3136502
Sum	45258.43
Variance	27.15252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	870	19.7%
12	170	3.8%
11	165	3.7%
13	150	3.4%
11.5	86	1.9%
12.5	84	1.9%
14	77	1.7%
10	77	1.7%
13.5	65	1.5%
12.66666667	61	1.4%
Other values (776)	2619	59.2%

Value	Count	Frequency (%)
0	870	19.7%
10	77	1.7%
10.16666667	4	0.1%
10.2	4	0.1%
10.25	10	0.2%
10.33333333	19	0.4%
10.375	1	< 0.1%
10.4	8	0.2%
10.42857143	2	< 0.1%
10.44444444	2	< 0.1%

Value	Count	Frequency (%)
18.57142857	1	< 0.1%
17.71428571	1	< 0.1%
17.69230769	1	< 0.1%
17.6	2	< 0.1%
17.5875	1	< 0.1%
17.42857143	1	< 0.1%
17.16666667	1	< 0.1%
17	2	< 0.1%
16.90909091	1	< 0.1%
16.8	2	< 0.1%

Curricular units 2nd sem (without evaluations)
Real number (ℝ)

Zeros

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15031646

Minimum	0
Maximum	12
Zeros	4142
Zeros (%)	93.6%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	12
Range	12
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.75377407
Coefficient of variation (CV)	5.0145812
Kurtosis	66.811692
Mean	0.15031646
Median Absolute Deviation (MAD)	0
Skewness	7.2677009
Sum	665
Variance	0.56817535
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	4142	93.6%
1	140	3.2%
2	48	1.1%
3	35	0.8%
4	21	0.5%
5	17	0.4%
6	8	0.2%
8	6	0.1%
7	5	0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
0	4142	93.6%
1	140	3.2%
2	48	1.1%
3	35	0.8%
4	21	0.5%
5	17	0.4%
6	8	0.2%
7	5	0.1%
8	6	0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
8	6	0.1%
7	5	0.1%
6	8	0.2%
5	17	0.4%
4	21	0.5%
3	35	0.8%
2	48	1.1%
1	140	3.2%
0	4142	93.6%

Unemployment rate
Real number (ℝ)

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.566139

Minimum	7.6
Maximum	16.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	34.7 KiB

Quantile statistics

Minimum	7.6
5-th percentile	7.6
Q1	9.4
median	11.1
Q3	13.9
95-th percentile	16.2
Maximum	16.2
Range	8.6
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	2.6638505
Coefficient of variation (CV)	0.23031458
Kurtosis	-0.99552591
Mean	11.566139
Median Absolute Deviation (MAD)	1.7
Skewness	0.21205105
Sum	51168.6
Variance	7.0960994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
7.6	571	12.9%
9.4	533	12.0%
10.8	525	11.9%
12.4	445	10.1%
12.7	419	9.5%
11.1	414	9.4%
15.5	397	9.0%
13.9	390	8.8%
8.9	368	8.3%
16.2	362	8.2%

Value	Count	Frequency (%)
7.6	571	12.9%
8.9	368	8.3%
9.4	533	12.0%
10.8	525	11.9%
11.1	414	9.4%
12.4	445	10.1%
12.7	419	9.5%
13.9	390	8.8%
15.5	397	9.0%
16.2	362	8.2%

Value	Count	Frequency (%)
16.2	362	8.2%
15.5	397	9.0%
13.9	390	8.8%
12.7	419	9.5%
12.4	445	10.1%
11.1	414	9.4%
10.8	525	11.9%
9.4	533	12.0%
8.9	368	8.3%
7.6	571	12.9%

Inflation rate
Real number (ℝ)

Distinct	9
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2280289

Minimum	-0.8
Maximum	3.7
Zeros	0
Zeros (%)	0.0%
Negative	923
Negative (%)	20.9%
Memory size	34.7 KiB

Quantile statistics

Minimum	-0.8
5-th percentile	-0.8
Q1	0.3
median	1.4
Q3	2.6
95-th percentile	3.7
Maximum	3.7
Range	4.5
Interquartile range (IQR)	2.3

Descriptive statistics

Standard deviation	1.3827107
Coefficient of variation (CV)	1.1259594
Kurtosis	-1.0390334
Mean	1.2280289
Median Absolute Deviation (MAD)	1.2
Skewness	0.25237535
Sum	5432.8
Variance	1.9118889
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1.4	893	20.2%
2.6	571	12.9%
-0.8	533	12.0%
0.5	445	10.1%
3.7	419	9.5%
0.6	414	9.4%
2.8	397	9.0%
-0.3	390	8.8%
0.3	362	8.2%

Value	Count	Frequency (%)
-0.8	533	12.0%
-0.3	390	8.8%
0.3	362	8.2%
0.5	445	10.1%
0.6	414	9.4%
1.4	893	20.2%
2.6	571	12.9%
2.8	397	9.0%
3.7	419	9.5%

Value	Count	Frequency (%)
3.7	419	9.5%
2.8	397	9.0%
2.6	571	12.9%
1.4	893	20.2%
0.6	414	9.4%
0.5	445	10.1%
0.3	362	8.2%
-0.3	390	8.8%
-0.8	533	12.0%

GDP
Real number (ℝ)

Distinct	10
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0019688065

Minimum	-4.06
Maximum	3.51
Zeros	0
Zeros (%)	0.0%
Negative	1711
Negative (%)	38.7%
Memory size	34.7 KiB

Quantile statistics

Minimum	-4.06
5-th percentile	-4.06
Q1	-1.7
median	0.32
Q3	1.79
95-th percentile	3.51
Maximum	3.51
Range	7.57
Interquartile range (IQR)	3.49

Descriptive statistics

Standard deviation	2.2699354
Coefficient of variation (CV)	1152.95
Kurtosis	-1.0016532
Mean	0.0019688065
Median Absolute Deviation (MAD)	1.47
Skewness	-0.39406821
Sum	8.71
Variance	5.1526069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.32	571	12.9%
-3.12	533	12.0%
1.74	525	11.9%
1.79	445	10.1%
-1.7	419	9.5%
2.02	414	9.4%
-4.06	397	9.0%
0.79	390	8.8%
3.51	368	8.3%
-0.92	362	8.2%

Value	Count	Frequency (%)
-4.06	397	9.0%
-3.12	533	12.0%
-1.7	419	9.5%
-0.92	362	8.2%
0.32	571	12.9%
0.79	390	8.8%
1.74	525	11.9%
1.79	445	10.1%
2.02	414	9.4%
3.51	368	8.3%

Value	Count	Frequency (%)
3.51	368	8.3%
2.02	414	9.4%
1.79	445	10.1%
1.74	525	11.9%
0.79	390	8.8%
0.32	571	12.9%
-0.92	362	8.2%
-1.7	419	9.5%
-3.12	533	12.0%
-4.06	397	9.0%

Target
Categorical

High correlation

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.7 KiB

Graduate	2209
Dropout	1421
Enrolled	794

Length

Max length	8
Median length	8
Mean length	7.6787975
Min length	7

Characters and Unicode

Total characters	33971
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Dropout
2nd row	Graduate
3rd row	Dropout
4th row	Graduate
5th row	Graduate

Common Values

Value	Count	Frequency (%)
Graduate	2209	49.9%
Dropout	1421	32.1%
Enrolled	794	17.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
graduate	2209	49.9%
dropout	1421	32.1%
enrolled	794	17.9%

Most occurring characters

Value	Count	Frequency (%)
r	4424	13.0%
a	4418	13.0%
o	3636	10.7%
u	3630	10.7%
t	3630	10.7%
d	3003	8.8%
e	3003	8.8%
G	2209	6.5%
l	1588	4.7%
D	1421	4.2%
Other values (3)	3009	8.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	33971	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	4424	13.0%
a	4418	13.0%
o	3636	10.7%
u	3630	10.7%
t	3630	10.7%
d	3003	8.8%
e	3003	8.8%
G	2209	6.5%
l	1588	4.7%
D	1421	4.2%
Other values (3)	3009	8.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	33971	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	4424	13.0%
a	4418	13.0%
o	3636	10.7%
u	3630	10.7%
t	3630	10.7%
d	3003	8.8%
e	3003	8.8%
G	2209	6.5%
l	1588	4.7%
D	1421	4.2%
Other values (3)	3009	8.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	33971	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	4424	13.0%
a	4418	13.0%
o	3636	10.7%
u	3630	10.7%
t	3630	10.7%
d	3003	8.8%
e	3003	8.8%
G	2209	6.5%
l	1588	4.7%
D	1421	4.2%
Other values (3)	3009	8.9%

Interactions

Correlations

	Age at enrollment	Application mode	Application order	Course	Curricular units 1st sem (approved)	Curricular units 1st sem (credited)	Curricular units 1st sem (enrolled)	Curricular units 1st sem (evaluations)	Curricular units 1st sem (grade)	Curricular units 1st sem (without evaluations)	Curricular units 2nd sem (approved)	Curricular units 2nd sem (credited)	Curricular units 2nd sem (enrolled)	Curricular units 2nd sem (evaluations)	Curricular units 2nd sem (grade)	Curricular units 2nd sem (without evaluations)	Daytime/evening attendance	Debtor	Displaced	Educational special needs	Father's occupation	Father's qualification	GDP	Gender	Inflation rate	International	Marital status	Mother's occupation	Mother's qualification	Nacionality	Previous qualification	Scholarship holder	Target	Tuition fees up to date	Unemployment rate
Age at enrollment	1.000	0.288	-0.366	0.189	-0.166	0.299	0.001	0.171	-0.210	0.061	-0.188	0.301	-0.031	0.083	-0.213	0.094	0.489	0.133	0.389	0.000	0.062	0.133	-0.057	0.162	0.018	0.000	0.313	0.084	0.149	0.000	0.195	0.212	0.219	0.209	0.019
Application mode	0.288	1.000	0.161	0.168	0.187	0.267	0.198	0.143	0.111	0.058	0.289	0.232	0.200	0.128	0.110	0.037	0.410	0.164	0.411	0.000	0.077	0.094	0.162	0.177	0.149	0.530	0.224	0.106	0.088	0.234	0.412	0.220	0.221	0.202	0.176
Application order	-0.366	0.161	1.000	0.143	0.090	-0.202	0.056	-0.096	0.074	-0.041	0.106	-0.201	0.075	-0.053	0.065	-0.030	0.185	0.090	0.382	0.000	0.000	0.038	0.030	0.108	-0.011	0.000	0.070	0.000	0.033	0.000	0.086	0.089	0.079	0.073	-0.104
Course	0.189	0.168	0.143	1.000	0.236	0.117	0.434	0.241	0.271	0.101	0.288	0.116	0.437	0.245	0.228	0.082	0.998	0.152	0.324	0.062	0.089	0.087	0.120	0.424	0.090	0.093	0.167	0.089	0.096	0.040	0.111	0.222	0.244	0.139	0.123
Curricular units 1st sem (approved)	-0.166	0.187	0.090	0.236	1.000	0.362	0.707	0.262	0.640	-0.069	0.892	0.367	0.699	0.364	0.663	-0.073	0.173	0.145	0.129	0.000	0.000	0.042	0.059	0.237	-0.002	0.000	0.051	0.056	0.098	0.000	0.128	0.264	0.455	0.280	0.074
Curricular units 1st sem (credited)	0.299	0.267	-0.202	0.117	0.362	1.000	0.423	0.366	0.101	0.100	0.289	0.914	0.376	0.331	0.093	0.064	0.171	0.057	0.107	0.000	0.023	0.071	0.022	0.027	-0.002	0.000	0.050	0.038	0.087	0.000	0.183	0.086	0.045	0.000	0.024
Curricular units 1st sem (enrolled)	0.001	0.198	0.056	0.434	0.707	0.423	1.000	0.420	0.363	-0.019	0.653	0.440	0.962	0.431	0.351	-0.021	0.219	0.047	0.150	0.043	0.003	0.049	0.018	0.213	0.017	0.000	0.067	0.034	0.082	0.000	0.136	0.156	0.173	0.083	0.108
Curricular units 1st sem (evaluations)	0.171	0.143	-0.096	0.241	0.262	0.366	0.420	1.000	0.112	0.202	0.252	0.369	0.386	0.694	0.090	0.153	0.063	0.061	0.098	0.000	0.000	0.077	-0.097	0.079	-0.040	0.056	0.032	0.000	0.032	0.169	0.103	0.187	0.258	0.103	0.067
Curricular units 1st sem (grade)	-0.210	0.111	0.074	0.271	0.640	0.101	0.363	0.112	1.000	-0.017	0.629	0.097	0.368	0.182	0.762	-0.047	0.138	0.106	0.087	0.000	0.053	0.052	0.092	0.193	-0.037	0.000	0.039	0.057	0.065	0.026	0.093	0.181	0.383	0.248	0.045
Curricular units 1st sem (without evaluations)	0.061	0.058	-0.041	0.101	-0.069	0.100	-0.019	0.202	-0.017	1.000	-0.055	0.059	-0.032	0.096	-0.041	0.384	0.019	0.031	0.000	0.000	0.000	0.097	-0.184	0.000	-0.068	0.057	0.055	0.052	0.065	0.168	0.076	0.057	0.062	0.078	-0.067
Curricular units 2nd sem (approved)	-0.188	0.289	0.106	0.288	0.892	0.289	0.653	0.252	0.629	-0.055	1.000	0.319	0.674	0.303	0.694	-0.064	0.101	0.180	0.116	0.000	0.024	0.035	0.048	0.262	-0.015	0.025	0.048	0.058	0.092	0.000	0.118	0.273	0.516	0.313	0.070
Curricular units 2nd sem (credited)	0.301	0.232	-0.201	0.116	0.367	0.914	0.440	0.369	0.097	0.059	0.319	1.000	0.414	0.342	0.103	0.082	0.182	0.054	0.128	0.000	0.000	0.034	0.024	0.028	-0.001	0.000	0.047	0.027	0.121	0.000	0.176	0.075	0.042	0.000	0.012
Curricular units 2nd sem (enrolled)	-0.031	0.200	0.075	0.437	0.699	0.376	0.962	0.386	0.368	-0.032	0.674	0.414	1.000	0.440	0.364	-0.027	0.187	0.075	0.138	0.000	0.057	0.037	0.019	0.162	0.009	0.030	0.034	0.037	0.122	0.000	0.108	0.113	0.139	0.124	0.139
Curricular units 2nd sem (evaluations)	0.083	0.128	-0.053	0.245	0.364	0.331	0.431	0.694	0.182	0.096	0.303	0.342	0.440	1.000	0.172	0.159	0.108	0.059	0.068	0.029	0.000	0.000	-0.004	0.109	-0.024	0.011	0.015	0.000	0.004	0.080	0.114	0.166	0.274	0.124	0.061
Curricular units 2nd sem (grade)	-0.213	0.110	0.065	0.228	0.663	0.093	0.351	0.090	0.762	-0.041	0.694	0.103	0.364	0.172	1.000	-0.052	0.085	0.150	0.069	0.000	0.075	0.049	0.105	0.201	-0.043	0.000	0.033	0.087	0.060	0.067	0.104	0.196	0.455	0.297	0.042
Curricular units 2nd sem (without evaluations)	0.094	0.037	-0.030	0.082	-0.073	0.064	-0.021	0.153	-0.047	0.384	-0.064	0.082	-0.027	0.159	-0.052	1.000	0.000	0.063	0.036	0.000	0.000	0.147	-0.111	0.055	-0.027	0.000	0.044	0.000	0.099	0.000	0.095	0.040	0.066	0.071	-0.053
Daytime/evening attendance	0.489	0.410	0.185	0.998	0.173	0.171	0.219	0.063	0.138	0.019	0.101	0.182	0.187	0.108	0.085	0.000	1.000	0.000	0.251	0.023	0.126	0.240	0.093	0.000	0.073	0.021	0.366	0.172	0.274	0.000	0.195	0.092	0.078	0.035	0.093
Debtor	0.133	0.164	0.090	0.152	0.145	0.057	0.047	0.061	0.106	0.031	0.180	0.054	0.075	0.059	0.150	0.063	0.000	1.000	0.088	0.000	0.138	0.000	0.138	0.051	0.086	0.072	0.030	0.117	0.035	0.090	0.144	0.065	0.241	0.407	0.135
Displaced	0.389	0.411	0.382	0.324	0.129	0.107	0.150	0.098	0.087	0.000	0.116	0.128	0.138	0.068	0.069	0.036	0.251	0.088	1.000	0.000	0.112	0.115	0.140	0.124	0.058	0.000	0.275	0.102	0.144	0.029	0.221	0.071	0.112	0.094	0.138
Educational special needs	0.000	0.000	0.000	0.062	0.000	0.000	0.043	0.000	0.000	0.000	0.000	0.000	0.000	0.029	0.000	0.000	0.023	0.000	0.000	1.000	0.000	0.000	0.057	0.003	0.042	0.000	0.000	0.067	0.023	0.000	0.000	0.011	0.000	0.000	0.048
Father's occupation	0.062	0.077	0.000	0.089	0.000	0.023	0.003	0.000	0.053	0.000	0.024	0.000	0.057	0.000	0.075	0.000	0.126	0.138	0.112	0.000	1.000	0.182	0.161	0.089	0.127	0.060	0.000	0.571	0.189	0.116	0.050	0.225	0.140	0.019	0.174
Father's qualification	0.133	0.094	0.038	0.087	0.042	0.071	0.049	0.077	0.052	0.097	0.035	0.034	0.037	0.000	0.049	0.147	0.240	0.000	0.115	0.000	0.182	1.000	0.121	0.095	0.109	0.077	0.098	0.154	0.431	0.051	0.098	0.170	0.134	0.097	0.135
GDP	-0.057	0.162	0.030	0.120	0.059	0.022	0.018	-0.097	0.092	-0.184	0.048	0.024	0.019	-0.004	0.105	-0.111	0.093	0.138	0.140	0.057	0.161	0.121	1.000	0.081	-0.102	0.065	0.038	0.163	0.141	0.041	0.139	0.129	0.052	0.079	-0.288
Gender	0.162	0.177	0.108	0.424	0.237	0.027	0.213	0.079	0.193	0.000	0.262	0.028	0.162	0.109	0.201	0.055	0.000	0.051	0.124	0.003	0.089	0.095	0.081	1.000	0.068	0.020	0.044	0.038	0.083	0.029	0.124	0.168	0.229	0.102	0.076
Inflation rate	0.018	0.149	-0.011	0.090	-0.002	-0.002	0.017	-0.040	-0.037	-0.068	-0.015	-0.001	0.009	-0.024	-0.043	-0.027	0.073	0.086	0.058	0.042	0.127	0.109	-0.102	0.068	1.000	0.030	0.040	0.129	0.122	0.017	0.127	0.098	0.036	0.086	-0.055
International	0.000	0.530	0.000	0.093	0.000	0.000	0.000	0.056	0.000	0.057	0.025	0.000	0.030	0.011	0.000	0.000	0.021	0.072	0.000	0.000	0.060	0.077	0.065	0.020	0.030	1.000	0.000	0.172	0.101	0.998	0.000	0.022	0.000	0.039	0.069
Marital status	0.313	0.224	0.070	0.167	0.051	0.050	0.067	0.032	0.039	0.055	0.048	0.047	0.034	0.015	0.033	0.044	0.366	0.030	0.275	0.000	0.000	0.098	0.038	0.044	0.040	0.000	1.000	0.057	0.134	0.000	0.155	0.104	0.078	0.093	0.044
Mother's occupation	0.084	0.106	0.000	0.089	0.056	0.038	0.034	0.000	0.057	0.052	0.058	0.027	0.037	0.000	0.087	0.000	0.172	0.117	0.102	0.067	0.571	0.154	0.163	0.038	0.129	0.172	0.057	1.000	0.249	0.215	0.063	0.195	0.161	0.095	0.176
Mother's qualification	0.149	0.088	0.033	0.096	0.098	0.087	0.082	0.032	0.065	0.065	0.092	0.121	0.122	0.004	0.060	0.099	0.274	0.035	0.144	0.023	0.189	0.431	0.141	0.083	0.122	0.101	0.134	0.249	1.000	0.000	0.091	0.182	0.135	0.056	0.156
Nacionality	0.000	0.234	0.000	0.040	0.000	0.000	0.000	0.169	0.026	0.168	0.000	0.000	0.000	0.080	0.067	0.000	0.000	0.090	0.029	0.000	0.116	0.051	0.041	0.029	0.017	0.998	0.000	0.215	0.000	1.000	0.000	0.031	0.026	0.049	0.041
Previous qualification	0.195	0.412	0.086	0.111	0.128	0.183	0.136	0.103	0.093	0.076	0.118	0.176	0.108	0.114	0.104	0.095	0.195	0.144	0.221	0.000	0.050	0.098	0.139	0.124	0.127	0.000	0.155	0.063	0.091	0.000	1.000	0.139	0.146	0.154	0.153
Scholarship holder	0.212	0.220	0.089	0.222	0.264	0.086	0.156	0.187	0.181	0.057	0.273	0.075	0.113	0.166	0.196	0.040	0.092	0.065	0.071	0.011	0.225	0.170	0.129	0.168	0.098	0.022	0.104	0.195	0.182	0.031	0.139	1.000	0.304	0.136	0.130
Target	0.219	0.221	0.079	0.244	0.455	0.045	0.173	0.258	0.383	0.062	0.516	0.042	0.139	0.274	0.455	0.066	0.078	0.241	0.112	0.000	0.140	0.134	0.052	0.229	0.036	0.000	0.078	0.161	0.135	0.026	0.146	0.304	1.000	0.431	0.053
Tuition fees up to date	0.209	0.202	0.073	0.139	0.280	0.000	0.083	0.103	0.248	0.078	0.313	0.000	0.124	0.124	0.297	0.071	0.035	0.407	0.094	0.000	0.019	0.097	0.079	0.102	0.086	0.039	0.093	0.095	0.056	0.049	0.154	0.136	0.431	1.000	0.091
Unemployment rate	0.019	0.176	-0.104	0.123	0.074	0.024	0.108	0.067	0.045	-0.067	0.070	0.012	0.139	0.061	0.042	-0.053	0.093	0.135	0.138	0.048	0.174	0.135	-0.288	0.076	-0.055	0.069	0.044	0.176	0.156	0.041	0.153	0.130	0.053	0.091	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Marital status	Application mode	Application order	Course	Daytime/evening attendance	Previous qualification	Nacionality	Mother's qualification	Father's qualification	Mother's occupation	Father's occupation	Displaced	Debtor	Tuition fees up to date	Gender	Scholarship holder	Age at enrollment	International	Curricular units 1st sem (enrolled)	Curricular units 1st sem (evaluations)	Curricular units 1st sem (approved)	Curricular units 1st sem (grade)	Curricular units 2nd sem (enrolled)	Curricular units 2nd sem (evaluations)	Curricular units 2nd sem (approved)	Curricular units 2nd sem (grade)	Curricular units 2nd sem (without evaluations)	Unemployment rate	Inflation rate	GDP	Target
0	Single	2nd phase - general contingent	5	Animation and Multimedia Design	Daytime	Secondary education	Portuguese	Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	Other - 11th Year of Schooling	Personal Services, Security and Safety Workers and Sellers	Unskilled Workers	1	0	1	1	0	20	0	0	0	0	0.000000	0	0	0	0.000000	0	10.8	1.4	1.74	Dropout
1	Single	International student (bachelor)	1	Tourism	Daytime	Secondary education	Portuguese	Secondary Education - 12th Year of Schooling or Eq.	Higher Education - Degree	Intermediate Level Technicians and Professions	Intermediate Level Technicians and Professions	1	0	0	1	0	19	0	6	6	6	14.000000	6	6	6	13.666667	0	13.9	-0.3	0.79	Graduate
2	Single	1st phase - general contingent	5	Communication Design	Daytime	Secondary education	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Unskilled Workers	Unskilled Workers	1	0	0	1	0	19	0	6	0	0	0.000000	6	0	0	0.000000	0	10.8	1.4	1.74	Dropout
3	Single	2nd phase - general contingent	2	Journalism and Communication	Daytime	Secondary education	Portuguese	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Personal Services, Security and Safety Workers and Sellers	Intermediate Level Technicians and Professions	1	0	1	0	0	20	0	6	8	6	13.428571	6	10	5	12.400000	0	9.4	-0.8	-3.12	Graduate
4	Married	Over 23 years old	1	Social Service (evening attendance)	Evening	Secondary education	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Unskilled Workers	Unskilled Workers	0	0	1	0	0	45	0	6	9	5	12.333333	6	6	6	13.000000	0	13.9	-0.3	0.79	Graduate
5	Married	Over 23 years old	1	Management (evening attendance)	Evening	Basic education 3rd cycle (9th/10th/11th year) or equiv.	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Unskilled Workers	Skilled Workers in Industry, Construction and Craftsmen	0	1	1	1	0	50	0	5	10	5	11.857143	5	17	5	11.500000	5	16.2	0.3	-0.92	Graduate
6	Single	1st phase - general contingent	1	Nursing	Daytime	Secondary education	Portuguese	Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Skilled Workers in Industry, Construction and Craftsmen	Armed Forces Professions	1	0	1	0	1	18	0	7	9	7	13.300000	8	8	8	14.345000	0	15.5	2.8	-4.06	Graduate
7	Single	3rd phase - general contingent	4	Tourism	Daytime	Secondary education	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Unskilled Workers	Unskilled Workers	1	0	0	1	0	22	0	5	5	0	0.000000	5	5	0	0.000000	0	15.5	2.8	-4.06	Dropout
8	Single	1st phase - general contingent	3	Social Service	Daytime	Secondary education	Romanian	Secondary Education - 12th Year of Schooling or Eq.	Secondary Education - 12th Year of Schooling or Eq.	Unskilled Workers	Unskilled Workers	0	0	1	0	1	21	1	6	8	6	13.875000	6	7	6	14.142857	0	16.2	0.3	-0.92	Graduate
9	Single	1st phase - general contingent	1	Social Service	Daytime	Secondary education	Portuguese	Secondary Education - 12th Year of Schooling or Eq.	Basic Education 3rd Cycle (9th/10th/11th Year) or Equiv.	Administrative staff	Skilled Workers in Industry, Construction and Craftsmen	1	1	0	0	0	18	0	6	9	5	11.400000	6	14	2	13.500000	0	8.9	1.4	3.51	Dropout

	Marital status	Application mode	Application order	Course	Daytime/evening attendance	Previous qualification	Nacionality	Mother's qualification	Father's qualification	Mother's occupation	Father's occupation	Displaced	Debtor	Tuition fees up to date	Gender	Scholarship holder	Age at enrollment	International	Curricular units 1st sem (credited)	Curricular units 1st sem (enrolled)	Curricular units 1st sem (evaluations)	Curricular units 1st sem (approved)	Curricular units 1st sem (grade)	Curricular units 1st sem (without evaluations)	Curricular units 2nd sem (credited)	Curricular units 2nd sem (enrolled)	Curricular units 2nd sem (evaluations)	Curricular units 2nd sem (approved)	Curricular units 2nd sem (grade)	Curricular units 2nd sem (without evaluations)	Unemployment rate	Inflation rate	GDP	Target
4414	Single	1st phase - general contingent	1	Equinculture	Daytime	Secondary education	Portuguese	Higher Education - Degree	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Intermediate Level Technicians and Professions	Personal Services, Security and Safety Workers and Sellers	1	0	1	0	0	18	0	0	5	6	5	11.800000	1	0	5	8	5	11.600000	0	9.4	-0.8	-3.12	Graduate
4415	Divorced	Over 23 years old	1	Nursing	Daytime	Basic education 3rd cycle (9th/10th/11th year) or equiv.	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Farmers and Skilled Workers in Agriculture, Fisheries and Forestry	Farmers and Skilled Workers in Agriculture, Fisheries and Forestry	0	1	0	0	0	46	0	0	7	14	3	12.333333	0	0	7	12	3	11.083333	0	11.1	0.6	2.02	Dropout
4416	Single	Change of course	2	Nursing	Daytime	Secondary education	Portuguese	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Unskilled Workers	Personal Services, Security and Safety Workers and Sellers	0	0	1	0	0	23	0	11	14	15	12	12.625000	1	11	14	15	12	12.625000	1	7.6	2.6	0.32	Graduate
4417	Single	1st phase - general contingent	1	Communication Design	Daytime	Secondary education	Portuguese	Secondary Education - 12th Year of Schooling or Eq.	Secondary Education - 12th Year of Schooling or Eq.	Unskilled Workers	Unskilled Workers	1	0	1	0	1	20	0	0	6	6	6	13.833333	0	0	6	6	6	13.500000	0	16.2	0.3	-0.92	Graduate
4418	Single	Technological specialization diploma holders	1	Communication Design	Daytime	Technological specialization course	Portuguese	Higher Education - Degree	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Intermediate Level Technicians and Professions	Unskilled Workers	0	0	1	1	0	20	0	2	7	7	6	12.500000	0	5	9	10	7	13.142857	1	16.2	0.3	-0.92	Graduate
4419	Single	1st phase - general contingent	6	Journalism and Communication	Daytime	Secondary education	Portuguese	Secondary Education - 12th Year of Schooling or Eq.	Secondary Education - 12th Year of Schooling or Eq.	Personal Services, Security and Safety Workers and Sellers	Administrative staff	0	0	1	1	0	19	0	0	6	7	5	13.600000	0	0	6	8	5	12.666667	0	15.5	2.8	-4.06	Graduate
4420	Single	1st phase - general contingent	2	Journalism and Communication	Daytime	Secondary education	Russian	Secondary Education - 12th Year of Schooling or Eq.	Secondary Education - 12th Year of Schooling or Eq.	Unskilled Workers	Unskilled Workers	1	1	0	0	0	18	1	0	6	6	6	12.000000	0	0	6	6	2	11.000000	0	11.1	0.6	2.02	Dropout
4421	Single	1st phase - general contingent	1	Nursing	Daytime	Secondary education	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Unskilled Workers	Unskilled Workers	1	0	1	0	1	30	0	0	7	8	7	14.912500	0	0	8	9	1	13.500000	0	13.9	-0.3	0.79	Dropout
4422	Single	1st phase - general contingent	1	Management	Daytime	Secondary education	Portuguese	Basic education 1st cycle (4th/5th year) or equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Skilled Workers in Industry, Construction and Craftsmen	Administrative staff	1	0	1	0	1	20	0	0	5	5	5	13.800000	0	0	5	6	5	12.000000	0	9.4	-0.8	-3.12	Graduate
4423	Single	Ordinance No. 854-B/99	1	Journalism and Communication	Daytime	Secondary education	Cape Verdean	Basic Education 2nd Cycle (6th/7th/8th Year) or Equiv.	Basic education 1st cycle (4th/5th year) or equiv.	Personal Services, Security and Safety Workers and Sellers	Unskilled Workers	1	0	1	0	0	22	1	0	6	8	6	11.666667	0	0	6	6	6	13.000000	0	12.7	3.7	-1.70	Graduate

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories